Verification Loop
Standardizes code quality checks through a multi-phase verification process for builds, types, tests, and security.
Frontend Development Patterns
Standardizes React and Next.js development using battle-tested architectural patterns and UI best practices.
Strategic Context Compactor
Optimizes Claude's token usage by suggesting manual context compaction at logical task boundaries instead of arbitrary intervals.
Universal Coding Standards
Enforces industry-leading best practices and architectural patterns for modern TypeScript, JavaScript, React, and Node.js applications.
Backend Engineering Patterns
Implements scalable backend architectures, API design best practices, and optimized database patterns for Node.js and Next.js applications.
Project Guidelines & Architecture Template
Standardizes project architecture, code patterns, and deployment workflows for full-stack AI applications.
Continuous Learning & Pattern Extraction
Automatically extracts reusable coding patterns and debugging techniques from Claude Code sessions to build a personalized knowledge base.
ClickHouse Performance & Analytics
Provides high-performance ClickHouse patterns for analytical workloads, query optimization, and efficient data engineering.
Eval Harness
Implements Eval-Driven Development (EDD) to quantify AI performance and prevent regressions during coding sessions.
Security Review & Audit
Performs comprehensive security audits and implements robust defensive patterns to protect applications from common vulnerabilities and data leaks.